Create README.md

README.md

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+---
+license: mit
+datasets:
+- tomg-group-umd/ContraStyles
+library_name: transformers
+---
+An unofficial implementation of [CSD](https://github.com/learn2phoenix/CSD)
+
+Inspired by [vvmatorin/CSD](https://huggingface.co/vvmatorin/CSD), the difference in this implementation is that the CLIP backbone is not the openai clip class but an instance of `CLIPVisionModel`.
+
+Inference:
+
+```python
+from PIL import Image
+from transformers import AutoProcessor, AutoModel
+
+model = AutoModel.from_pretrained("NagaSaiAbhinay/CSD", trust_remote_code=True)
+processor = AutoProcessor.from_pretrained("NagaSaiAbhinay/CSD")
+
+img = Image.open('test_image.png')
+pixel_values = processor
+
+```